151 citations · 154 across the 5 of their papers we have counts for
6 papers
SwarmRSI: Recursive Self-Improvement through Evolving Scientific Agent Swarm
Qianru Meng, Xi Zhang, Konstantinos Papakostas +9
Recursive self-improvement (RSI) in scientific research aims to improve agents' research capabilities through their own experimental experience. Scientific agent swarms can combine…
GenPalm: Contactless Palmprint Generation with Diffusion Models
Steven A. Grosz, Anil K. Jain
The scarcity of large-scale palmprint databases poses a significant bottleneck to advancements in contactless palmprint recognition. To address this, researchers have turned to syn…
Universal Fingerprint Generation: Controllable Diffusion Model with Multimodal Conditions
Steven A. Grosz, Anil K. Jain
The utilization of synthetic data for fingerprint recognition has garnered increased attention due to its potential to alleviate privacy concerns surrounding sensitive biometric da…
Mobile Contactless Palmprint Recognition: Use of Multiscale, Multimodel Embeddings
Steven A. Grosz, Akash Godbole, Anil K. Jain
Contactless palmprints are comprised of both global and local discriminative features. Most prior work focuses on extracting global features or local features alone for palmprint m…
Transfer Learning in Deep Reinforcement Learning: A Survey
Zhuangdi Zhu, Kaixiang Lin, Anil K. Jain +1
Reinforcement learning is a learning paradigm for solving sequential decision-making problems. Recent years have witnessed remarkable progress in reinforcement learning upon the fa…
End-to-End Latent Fingerprint Search
Kai Cao, Dinh-Luan Nguyen, Cori Tymoszek +1
Latent fingerprints are one of the most important and widely used sources of evidence in law enforcement and forensic agencies. Yet the performance of the state-of-the-art latent r…